FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers

Abishek Sankararaman, Balakrishnan Narayanaswamy, Vikramank Y. Singh, Zhao Song. FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 19153-19177, PMLR, 2022. [doi]

Abstract

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